Overview

Dataset statistics

Number of variables47
Number of observations164
Missing cells4539
Missing cells (%)58.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory60.3 KiB
Average record size in memory376.8 B

Variable types

NUM40
CAT7

Reproduction

Analysis started2020-03-23 00:36:41.167672
Analysis finished2020-03-23 00:41:48.160124
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
37 is highly correlated with 11 and 2 other fieldsHigh Correlation
11 is highly correlated with 37 and 3 other fieldsHigh Correlation
12 is highly correlated with 37 and 3 other fieldsHigh Correlation
36 is highly correlated with 37 and 1 other fieldsHigh Correlation
38 is highly correlated with 9 and 4 other fieldsHigh Correlation
9 is highly correlated with 38 and 1 other fieldsHigh Correlation
16 is highly correlated with 38 and 1 other fieldsHigh Correlation
35 is highly correlated with 38High Correlation
40 is highly correlated with 8 and 8 other fieldsHigh Correlation
8 is highly correlated with 40 and 2 other fieldsHigh Correlation
14 is highly correlated with 40 and 2 other fieldsHigh Correlation
25 is highly correlated with 40 and 1 other fieldsHigh Correlation
28 is highly correlated with 40 and 1 other fieldsHigh Correlation
29 is highly correlated with 40 and 2 other fieldsHigh Correlation
41 is highly correlated with 25 and 4 other fieldsHigh Correlation
39 is highly correlated with 41High Correlation
42 is highly correlated with 0 and 15 other fieldsHigh Correlation
0 is highly correlated with 42High Correlation
1 is highly correlated with 42 and 1 other fieldsHigh Correlation
2 is highly correlated with 42High Correlation
4 is highly correlated with 42High Correlation
5 is highly correlated with 42High Correlation
7 is highly correlated with 42High Correlation
17 is highly correlated with 42High Correlation
19 is highly correlated with 42High Correlation
21 is highly correlated with 42High Correlation
26 is highly correlated with 42High Correlation
27 is highly correlated with 42High Correlation
32 is highly correlated with 42High Correlation
33 is highly correlated with 42High Correlation
43 is highly correlated with 1 and 11 other fieldsHigh Correlation
10 is highly correlated with 43 and 1 other fieldsHigh Correlation
13 is highly correlated with 43High Correlation
20 is highly correlated with 43High Correlation
22 is highly correlated with 43 and 1 other fieldsHigh Correlation
23 is highly correlated with 43High Correlation
24 is highly correlated with 43 and 1 other fieldsHigh Correlation
31 is highly correlated with 43High Correlation
44 is highly correlated with 8 and 8 other fieldsHigh Correlation
41 is highly correlated with 40 and 3 other fieldsHigh Correlation
40 is highly correlated with 41 and 3 other fieldsHigh Correlation
42 is highly correlated with 40 and 3 other fieldsHigh Correlation
43 is highly correlated with 40 and 3 other fieldsHigh Correlation
44 is highly correlated with 40 and 3 other fieldsHigh Correlation
7 has 2 (1.2%) missing values Missing
8 has 5 (3.0%) missing values Missing
9 has 8 (4.9%) missing values Missing
10 has 16 (9.8%) missing values Missing
11 has 26 (15.9%) missing values Missing
12 has 36 (22.0%) missing values Missing
13 has 45 (27.4%) missing values Missing
14 has 55 (33.5%) missing values Missing
15 has 63 (38.4%) missing values Missing
16 has 72 (43.9%) missing values Missing
17 has 82 (50.0%) missing values Missing
18 has 89 (54.3%) missing values Missing
19 has 97 (59.1%) missing values Missing
20 has 102 (62.2%) missing values Missing
21 has 111 (67.7%) missing values Missing
22 has 117 (71.3%) missing values Missing
23 has 122 (74.4%) missing values Missing
24 has 126 (76.8%) missing values Missing
25 has 129 (78.7%) missing values Missing
26 has 134 (81.7%) missing values Missing
27 has 140 (85.4%) missing values Missing
28 has 141 (86.0%) missing values Missing
29 has 146 (89.0%) missing values Missing
30 has 147 (89.6%) missing values Missing
31 has 147 (89.6%) missing values Missing
32 has 149 (90.9%) missing values Missing
33 has 151 (92.1%) missing values Missing
34 has 152 (92.7%) missing values Missing
35 has 156 (95.1%) missing values Missing
36 has 158 (96.3%) missing values Missing
37 has 159 (97.0%) missing values Missing
38 has 159 (97.0%) missing values Missing
39 has 159 (97.0%) missing values Missing
40 has 161 (98.2%) missing values Missing
41 has 161 (98.2%) missing values Missing
42 has 161 (98.2%) missing values Missing
43 has 161 (98.2%) missing values Missing
44 has 161 (98.2%) missing values Missing
45 has 163 (99.4%) missing values Missing
46 has 163 (99.4%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.2748895775345311
Minimum-3.2156329071428575
Maximum5.891322428571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.215632907
5-th percentile-1.932429589
Q1-0.5323621393
median0.1122945357
Q31.145887211
95-th percentile2.43827598
Maximum5.891322429
Range9.106955336
Interquartile range (IQR)1.67824935

Descriptive statistics

Standard deviation1.472394275
Coefficient of variation (CV)5.356311753
Kurtosis1.538353499
Mean0.2748895775
Median Absolute Deviation (MAD)1.110870865
Skewness0.6277949069
Sum44.80700114
Variance2.167944901
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.07081617857 1 0.6%
 
-0.2877291143 1 0.6%
 
-0.2515131 1 0.6%
 
-1.964106367 1 0.6%
 
-1.501200586 1 0.6%
 
-0.4718596429 1 0.6%
 
0.08229401429 1 0.6%
 
2.151741857 1 0.6%
 
1.689803614 1 0.6%
 
0.2401176214 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-3.215632907 1 0.6%
 
-3.175363929 1 0.6%
 
-2.68812085 1 0.6%
 
-2.514979964 1 0.6%
 
-2.4327434 1 0.6%
 
ValueCountFrequency (%) 
5.891322429 1 0.6%
 
5.203917357 1 0.6%
 
4.640293571 1 0.6%
 
3.801146929 1 0.6%
 
3.503838864 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.1845565809802805
Minimum-2.8838946142857145
Maximum5.554988071428572
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.883894614
5-th percentile-1.788033376
Q1-0.6569975715
median0.05451735
Q30.7596396136
95-th percentile2.769364004
Maximum5.554988071
Range8.438882686
Interquartile range (IQR)1.416637185

Descriptive statistics

Standard deviation1.35854705
Coefficient of variation (CV)7.36114119
Kurtosis1.68755507
Mean0.184556581
Median Absolute Deviation (MAD)1.000368051
Skewness0.7859866381
Sum30.0827227
Variance1.845650087
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2449183071 1 0.6%
 
-0.5636015514 1 0.6%
 
-2.6539434 1 0.6%
 
-0.6162278071 1 0.6%
 
0.48247135 1 0.6%
 
-0.6573773286 1 0.6%
 
-0.03070635 1 0.6%
 
-0.8076596857 1 0.6%
 
-1.374343786 1 0.6%
 
1.129374536 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-2.883894614 1 0.6%
 
-2.834583429 1 0.6%
 
-2.6539434 1 0.6%
 
-2.288946536 1 0.6%
 
-1.983089214 1 0.6%
 
ValueCountFrequency (%) 
5.554988071 1 0.6%
 
4.402628499 1 0.6%
 
4.005860929 1 0.6%
 
3.696067486 1 0.6%
 
3.374920564 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.11458317110297984
Minimum-4.832958385714285
Maximum5.568076757142856
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.832958386
5-th percentile-2.10362338
Q1-0.7891468243
median-0.1403658214
Q30.5441129714
95-th percentile1.946431849
Maximum5.568076757
Range10.40103514
Interquartile range (IQR)1.333259796

Descriptive statistics

Standard deviation1.327917761
Coefficient of variation (CV)-11.58911687
Kurtosis3.115303423
Mean-0.1145831711
Median Absolute Deviation (MAD)0.9492211878
Skewness0.7028169941
Sum-18.67705689
Variance1.763365581
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3965473571 1 0.6%
 
-0.3596187286 1 0.6%
 
0.3840617471 1 0.6%
 
-0.07598879429 1 0.6%
 
0.4975246429 1 0.6%
 
0.8279558714 1 0.6%
 
-0.0789119 1 0.6%
 
-0.1052359143 1 0.6%
 
-2.161468404 1 0.6%
 
0.3372383286 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-4.832958386 1 0.6%
 
-2.8009193 1 0.6%
 
-2.309675764 1 0.6%
 
-2.182696393 1 0.6%
 
-2.161468404 1 0.6%
 
ValueCountFrequency (%) 
5.568076757 1 0.6%
 
4.346096071 1 0.6%
 
4.095855857 1 0.6%
 
3.259948314 1 0.6%
 
2.801841079 1 0.6%
 

3
Real number (ℝ)

Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.1371648708523225
Minimum-6.203656412142856
Maximum3.937294871428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-6.203656412
5-th percentile-1.957798455
Q1-0.9890993396
median-0.15304415
Q30.5242774679
95-th percentile2.118323881
Maximum3.937294871
Range10.14095128
Interquartile range (IQR)1.513376808

Descriptive statistics

Standard deviation1.349530201
Coefficient of variation (CV)-9.838745097
Kurtosis2.867397035
Mean-0.1371648709
Median Absolute Deviation (MAD)0.9815612029
Skewness0.03443206476
Sum-22.35787395
Variance1.821231762
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.7778611357 1 0.6%
 
-1.220867061 1 0.6%
 
0.1132458579 1 0.6%
 
-0.1793025 1 0.6%
 
0.586264 1 0.6%
 
-0.3715778357 1 0.6%
 
-1.659594179 1 0.6%
 
1.303960729 1 0.6%
 
-1.0359535 1 0.6%
 
-1.084909679 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-6.203656412 1 0.6%
 
-3.663667643 1 0.6%
 
-2.540746293 1 0.6%
 
-2.342507664 1 0.6%
 
-2.330872386 1 0.6%
 
ValueCountFrequency (%) 
3.937294871 1 0.6%
 
3.882208314 1 0.6%
 
3.437883992 1 0.6%
 
3.339581386 1 0.6%
 
3.159265683 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.0846928755604733
Minimum-3.4105217857142853
Maximum5.169753928571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.410521786
5-th percentile-1.856166827
Q1-0.7820932714
median0.01592222857
Q30.7561235243
95-th percentile2.5747437
Maximum5.169753929
Range8.580275714
Interquartile range (IQR)1.538216796

Descriptive statistics

Standard deviation1.364368248
Coefficient of variation (CV)16.10959882
Kurtosis1.183229247
Mean0.08469287556
Median Absolute Deviation (MAD)1.023128162
Skewness0.5578480621
Sum13.80493872
Variance1.861500717
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1540895929 1 0.6%
 
1.207484486 1 0.6%
 
-0.5696651857 1 0.6%
 
-0.02266032143 1 0.6%
 
-0.3272741585 1 0.6%
 
0.37186715 1 0.6%
 
0.1179648908 1 0.6%
 
-0.09228115 1 0.6%
 
2.689370521 1 0.6%
 
0.4198825 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-3.410521786 1 0.6%
 
-3.346862014 1 0.6%
 
-2.443295593 1 0.6%
 
-2.25162515 1 0.6%
 
-2.233629671 1 0.6%
 
ValueCountFrequency (%) 
5.169753929 1 0.6%
 
4.006730214 1 0.6%
 
3.910458586 1 0.6%
 
3.224953979 1 0.6%
 
3.024001971 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.19967831356275195
Minimum-3.302197917857143
Maximum5.387759292857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.302197918
5-th percentile-1.598594518
Q1-0.63392395
median0.1288213571
Q30.9545475821
95-th percentile2.29667867
Maximum5.387759293
Range8.689957211
Interquartile range (IQR)1.588471532

Descriptive statistics

Standard deviation1.296268624
Coefficient of variation (CV)6.491784714
Kurtosis1.568161241
Mean0.1996783136
Median Absolute Deviation (MAD)0.9824117297
Skewness0.3321390712
Sum32.54756511
Variance1.680312345
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4393989957 1 0.6%
 
1.016408271 1 0.6%
 
1.275984429 1 0.6%
 
-0.4798213786 1 0.6%
 
0.87189762 1 0.6%
 
0.7360465629 1 0.6%
 
1.013080857 1 0.6%
 
-0.9967568786 1 0.6%
 
0.4796069857 1 0.6%
 
-0.1116012571 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-3.302197918 1 0.6%
 
-3.281416857 1 0.6%
 
-3.117881179 1 0.6%
 
-3.085407963 1 0.6%
 
-2.226373613 1 0.6%
 
ValueCountFrequency (%) 
5.387759293 1 0.6%
 
3.451654414 1 0.6%
 
3.124628214 1 0.6%
 
3.087860064 1 0.6%
 
2.889328688 1 0.6%
 

6
Real number (ℝ)

Distinct count163
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.21317584280709906
Minimum-3.6344887428571435
Maximum4.59122025
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.634488743
5-th percentile-1.497051181
Q1-0.5156383493
median0.2692228714
Q30.9612355964
95-th percentile2.116397165
Maximum4.59122025
Range8.225708993
Interquartile range (IQR)1.476873946

Descriptive statistics

Standard deviation1.18650184
Coefficient of variation (CV)5.565836281
Kurtosis1.489046836
Mean0.2131758428
Median Absolute Deviation (MAD)0.9179568818
Skewness0.0850409889
Sum34.74766238
Variance1.407786617
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9594894286 1 0.6%
 
0.4293404929 1 0.6%
 
1.249403841 1 0.6%
 
0.8798993807 1 0.6%
 
-0.8946399786 1 0.6%
 
1.645931286 1 0.6%
 
-1.514497771 1 0.6%
 
0.4552227643 1 0.6%
 
0.4143697143 1 0.6%
 
-0.1084101107 1 0.6%
 
Other values (153) 153 93.3%
 
ValueCountFrequency (%) 
-3.634488743 1 0.6%
 
-3.2459967 1 0.6%
 
-3.179577093 1 0.6%
 
-2.203483286 1 0.6%
 
-1.862059757 1 0.6%
 
ValueCountFrequency (%) 
4.59122025 1 0.6%
 
3.355904056 1 0.6%
 
3.3277311 1 0.6%
 
2.477674 1 0.6%
 
2.408991986 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count162
Unique (%)100.0%
Missing2
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean0.11782439236199294
Minimum-2.4194188142857143
Maximum4.502789069285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.419418814
5-th percentile-1.967851908
Q1-0.5858571125
median0.07715591429
Q30.7609190393
95-th percentile2.405111717
Maximum4.502789069
Range6.922207884
Interquartile range (IQR)1.346776152

Descriptive statistics

Standard deviation1.20006487
Coefficient of variation (CV)10.18519889
Kurtosis0.8338830028
Mean0.1178243924
Median Absolute Deviation (MAD)0.9008189596
Skewness0.5170625872
Sum19.08755156
Variance1.440155692
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.555316114 1 0.6%
 
0.9274845786 1 0.6%
 
-2.086271579 1 0.6%
 
0.1959619 1 0.6%
 
2.839361614 1 0.6%
 
-0.3729938386 1 0.6%
 
0.6942887714 1 0.6%
 
-0.5689795429 1 0.6%
 
0.4573721286 1 0.6%
 
0.3930302714 1 0.6%
 
Other values (152) 152 92.7%
 
(Missing) 2 1.2%
 
ValueCountFrequency (%) 
-2.419418814 1 0.6%
 
-2.167946257 1 0.6%
 
-2.162911893 1 0.6%
 
-2.149750757 1 0.6%
 
-2.117999286 1 0.6%
 
ValueCountFrequency (%) 
4.502789069 1 0.6%
 
3.434087457 1 0.6%
 
2.944843971 1 0.6%
 
2.839361614 1 0.6%
 
2.719923214 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count159
Unique (%)100.0%
Missing5
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean0.14902649089263256
Minimum-3.7226307000000003
Maximum4.158444907142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.7226307
5-th percentile-1.902684165
Q1-0.6647508571
median0.05620579429
Q30.8962303143
95-th percentile2.623292923
Maximum4.158444907
Range7.881075607
Interquartile range (IQR)1.560981171

Descriptive statistics

Standard deviation1.392471188
Coefficient of variation (CV)9.34378297
Kurtosis0.5320689624
Mean0.1490264909
Median Absolute Deviation (MAD)1.060469539
Skewness0.2481227708
Sum23.69521205
Variance1.938976009
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.63110365 1 0.6%
 
-0.6585991143 1 0.6%
 
-1.038684836 1 0.6%
 
0.5367464829 1 0.6%
 
-0.3994634171 1 0.6%
 
-0.1170437143 1 0.6%
 
-0.02733295 1 0.6%
 
-1.814280543 1 0.6%
 
0.2630565714 1 0.6%
 
-0.27443985 1 0.6%
 
Other values (149) 149 90.9%
 
(Missing) 5 3.0%
 
ValueCountFrequency (%) 
-3.7226307 1 0.6%
 
-3.221784143 1 0.6%
 
-3.116770807 1 0.6%
 
-2.780520396 1 0.6%
 
-2.634753964 1 0.6%
 
ValueCountFrequency (%) 
4.158444907 1 0.6%
 
3.865317371 1 0.6%
 
3.618439643 1 0.6%
 
3.598635693 1 0.6%
 
3.084544864 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count156
Unique (%)100.0%
Missing8
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean0.11170249621611718
Minimum-4.2345641857142855
Maximum4.62520667142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.234564186
5-th percentile-1.965755247
Q1-0.7797923732
median0.04273460929
Q30.9094301446
95-th percentile2.657747955
Maximum4.625206671
Range8.859770857
Interquartile range (IQR)1.689222518

Descriptive statistics

Standard deviation1.41884966
Coefficient of variation (CV)12.70204076
Kurtosis0.9311784595
Mean0.1117024962
Median Absolute Deviation (MAD)1.073264634
Skewness0.3034120615
Sum17.42558941
Variance2.013134358
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.722535186 1 0.6%
 
1.020718159 1 0.6%
 
0.008497507143 1 0.6%
 
-0.8718954357 1 0.6%
 
-3.169636657 1 0.6%
 
-1.186689093 1 0.6%
 
0.5925809571 1 0.6%
 
0.1294638214 1 0.6%
 
2.9299163 1 0.6%
 
0.307294825 1 0.6%
 
Other values (146) 146 89.0%
 
(Missing) 8 4.9%
 
ValueCountFrequency (%) 
-4.234564186 1 0.6%
 
-3.315177671 1 0.6%
 
-3.169636657 1 0.6%
 
-2.760497359 1 0.6%
 
-2.3319538 1 0.6%
 
ValueCountFrequency (%) 
4.625206671 1 0.6%
 
4.10450505 1 0.6%
 
3.832257243 1 0.6%
 
3.333967093 1 0.6%
 
3.19543315 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count148
Unique (%)100.0%
Missing16
Missing (%)9.8%
Infinite0
Infinite (%)0.0%
Mean-0.036929285781853304
Minimum-3.763064542857143
Maximum3.921647042857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.763064543
5-th percentile-2.236984097
Q1-0.8882014914
median-0.02555028214
Q30.7617148143
95-th percentile2.529055243
Maximum3.921647043
Range7.684711586
Interquartile range (IQR)1.649916306

Descriptive statistics

Standard deviation1.46196717
Coefficient of variation (CV)-39.58828716
Kurtosis0.4987619439
Mean-0.03692928578
Median Absolute Deviation (MAD)1.112809342
Skewness0.1586767107
Sum-5.465534296
Variance2.137348007
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.137406714 1 0.6%
 
-0.7429935643 1 0.6%
 
-2.071799857 1 0.6%
 
0.1439659657 1 0.6%
 
-1.5012924 1 0.6%
 
1.484409263 1 0.6%
 
-1.098826314 1 0.6%
 
-0.0305375 1 0.6%
 
0.2777923643 1 0.6%
 
-2.013827464 1 0.6%
 
Other values (138) 138 84.1%
 
(Missing) 16 9.8%
 
ValueCountFrequency (%) 
-3.763064543 1 0.6%
 
-3.726823321 1 0.6%
 
-3.355883829 1 0.6%
 
-3.2639121 1 0.6%
 
-3.182484564 1 0.6%
 
ValueCountFrequency (%) 
3.921647043 1 0.6%
 
3.726891314 1 0.6%
 
3.455006693 1 0.6%
 
3.419693 1 0.6%
 
3.352592957 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count138
Unique (%)100.0%
Missing26
Missing (%)15.9%
Infinite0
Infinite (%)0.0%
Mean-0.15960045396842645
Minimum-5.200469285714285
Maximum4.781823735714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.200469286
5-th percentile-2.492701196
Q1-1.037940874
median-0.081844825
Q30.5535399752
95-th percentile2.097761045
Maximum4.781823736
Range9.982293021
Interquartile range (IQR)1.59148085

Descriptive statistics

Standard deviation1.474429252
Coefficient of variation (CV)-9.238252244
Kurtosis1.695218073
Mean-0.159600454
Median Absolute Deviation (MAD)1.080375584
Skewness0.2426398361
Sum-22.02486265
Variance2.173941619
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2632269929 1 0.6%
 
0.3411560357 1 0.6%
 
-0.5104183929 1 0.6%
 
0.39703955 1 0.6%
 
0.7385354143 1 0.6%
 
0.9027986679 1 0.6%
 
2.264060664 1 0.6%
 
3.259276286 1 0.6%
 
-1.4464719 1 0.6%
 
-2.633170929 1 0.6%
 
Other values (128) 128 78.0%
 
(Missing) 26 15.9%
 
ValueCountFrequency (%) 
-5.200469286 1 0.6%
 
-3.512672307 1 0.6%
 
-2.857661957 1 0.6%
 
-2.739910021 1 0.6%
 
-2.633170929 1 0.6%
 
ValueCountFrequency (%) 
4.781823736 1 0.6%
 
4.089781629 1 0.6%
 
3.956678429 1 0.6%
 
3.420119736 1 0.6%
 
3.259276286 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count128
Unique (%)100.0%
Missing36
Missing (%)22.0%
Infinite0
Infinite (%)0.0%
Mean-0.12972079057600444
Minimum-5.006376314285715
Maximum5.934480214285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.006376314
5-th percentile-2.543054363
Q1-0.7611286857
median-0.06473374643
Q30.6109775893
95-th percentile1.818940625
Maximum5.934480214
Range10.94085653
Interquartile range (IQR)1.372106275

Descriptive statistics

Standard deviation1.415505798
Coefficient of variation (CV)-10.91194243
Kurtosis3.110365829
Mean-0.1297207906
Median Absolute Deviation (MAD)1.01148554
Skewness0.0653957529
Sum-16.60426119
Variance2.003656665
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.610300981 1 0.6%
 
-1.205099129 1 0.6%
 
0.3471702143 1 0.6%
 
-1.451333 1 0.6%
 
0.3792818643 1 0.6%
 
1.516205329 1 0.6%
 
0.4062998571 1 0.6%
 
-0.1450700929 1 0.6%
 
-1.511415593 1 0.6%
 
3.397080014 1 0.6%
 
Other values (118) 118 72.0%
 
(Missing) 36 22.0%
 
ValueCountFrequency (%) 
-5.006376314 1 0.6%
 
-4.263843286 1 0.6%
 
-3.373801557 1 0.6%
 
-2.813439193 1 0.6%
 
-2.722079736 1 0.6%
 
ValueCountFrequency (%) 
5.934480214 1 0.6%
 
3.397080014 1 0.6%
 
2.468279636 1 0.6%
 
2.006474421 1 0.6%
 
1.933952179 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count119
Unique (%)100.0%
Missing45
Missing (%)27.4%
Infinite0
Infinite (%)0.0%
Mean-0.010804379933373381
Minimum-3.158260039285715
Maximum5.849415214285713
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.158260039
5-th percentile-2.149013361
Q1-0.9404691679
median-0.1214567857
Q30.8227979964
95-th percentile1.981152911
Maximum5.849415214
Range9.007675254
Interquartile range (IQR)1.763267164

Descriptive statistics

Standard deviation1.390609647
Coefficient of variation (CV)-128.7079551
Kurtosis1.982461182
Mean-0.01080437993
Median Absolute Deviation (MAD)1.073598849
Skewness0.6476475038
Sum-1.285721212
Variance1.93379519
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.057399014 1 0.6%
 
-0.8326663429 1 0.6%
 
-0.9549949357 1 0.6%
 
-2.040054021 1 0.6%
 
-0.1934955171 1 0.6%
 
-1.800662814 1 0.6%
 
-0.4365195214 1 0.6%
 
0.3042527857 1 0.6%
 
-2.141536286 1 0.6%
 
-0.7741219071 1 0.6%
 
Other values (109) 109 66.5%
 
(Missing) 45 27.4%
 
ValueCountFrequency (%) 
-3.158260039 1 0.6%
 
-2.887497786 1 0.6%
 
-2.801526429 1 0.6%
 
-2.356314336 1 0.6%
 
-2.283734557 1 0.6%
 
ValueCountFrequency (%) 
5.849415214 1 0.6%
 
3.362942257 1 0.6%
 
3.352894493 1 0.6%
 
2.990561179 1 0.6%
 
2.300347479 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count109
Unique (%)100.0%
Missing55
Missing (%)33.5%
Infinite0
Infinite (%)0.0%
Mean0.179592337591481
Minimum-4.2161861428571425
Maximum4.919828285714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.216186143
5-th percentile-2.290940045
Q1-0.7253739357
median0.2302887643
Q30.9321685179
95-th percentile2.563140166
Maximum4.919828286
Range9.136014429
Interquartile range (IQR)1.657542454

Descriptive statistics

Standard deviation1.472309623
Coefficient of variation (CV)8.19806481
Kurtosis0.9669771542
Mean0.1795923376
Median Absolute Deviation (MAD)1.12190866
Skewness0.1249518872
Sum19.5755648
Variance2.167695626
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2973217143 1 0.6%
 
-0.19132145 1 0.6%
 
-4.216186143 1 0.6%
 
-1.774238093 1 0.6%
 
1.821799946 1 0.6%
 
1.095047736 1 0.6%
 
0.4353212786 1 0.6%
 
0.6627848643 1 0.6%
 
0.7920724214 1 0.6%
 
-0.3113057143 1 0.6%
 
Other values (99) 99 60.4%
 
(Missing) 55 33.5%
 
ValueCountFrequency (%) 
-4.216186143 1 0.6%
 
-3.058906386 1 0.6%
 
-2.882250986 1 0.6%
 
-2.472094503 1 0.6%
 
-2.408003007 1 0.6%
 
ValueCountFrequency (%) 
4.919828286 1 0.6%
 
3.536478843 1 0.6%
 
3.4868471 1 0.6%
 
3.291363864 1 0.6%
 
3.091722584 1 0.6%
 

15
Real number (ℝ)

MISSING
Distinct count101
Unique (%)100.0%
Missing63
Missing (%)38.4%
Infinite0
Infinite (%)0.0%
Mean0.12457327082107494
Minimum-4.690688814285714
Maximum3.856505542857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.690688814
5-th percentile-2.329560629
Q1-0.8953485643
median-0.03451286429
Q30.9403650643
95-th percentile2.837438857
Maximum3.856505543
Range8.547194357
Interquartile range (IQR)1.835713629

Descriptive statistics

Standard deviation1.624196387
Coefficient of variation (CV)13.03808093
Kurtosis0.356731291
Mean0.1245732708
Median Absolute Deviation (MAD)1.226372063
Skewness0.1096190666
Sum12.58190035
Variance2.638013902
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.022402193 1 0.6%
 
-0.3666268929 1 0.6%
 
-1.529990014 1 0.6%
 
-0.8953485643 1 0.6%
 
-0.2322107899 1 0.6%
 
-1.232230486 1 0.6%
 
1.090467304 1 0.6%
 
2.81043205 1 0.6%
 
0.1845432357 1 0.6%
 
-0.3932170714 1 0.6%
 
Other values (91) 91 55.5%
 
(Missing) 63 38.4%
 
ValueCountFrequency (%) 
-4.690688814 1 0.6%
 
-3.380169929 1 0.6%
 
-3.179595536 1 0.6%
 
-3.068549614 1 0.6%
 
-2.423102829 1 0.6%
 
ValueCountFrequency (%) 
3.856505543 1 0.6%
 
3.70854 1 0.6%
 
3.671432885 1 0.6%
 
3.619517929 1 0.6%
 
2.904623978 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count92
Unique (%)100.0%
Missing72
Missing (%)43.9%
Infinite0
Infinite (%)0.0%
Mean-0.20943573992624226
Minimum-5.174582578571429
Maximum3.8209174285714282
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.174582579
5-th percentile-2.559523199
Q1-0.9973544518
median-0.2627567214
Q30.6662530648
95-th percentile2.426698758
Maximum3.820917429
Range8.995500007
Interquartile range (IQR)1.663607517

Descriptive statistics

Standard deviation1.505743994
Coefficient of variation (CV)-7.189527417
Kurtosis1.0775662
Mean-0.2094357399
Median Absolute Deviation (MAD)1.117555703
Skewness-0.1490167122
Sum-19.26808807
Variance2.267264977
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.951192293 1 0.6%
 
1.096827214 1 0.6%
 
-0.5567857 1 0.6%
 
0.6874799521 1 0.6%
 
-1.769464379 1 0.6%
 
-1.47426148 1 0.6%
 
0.01680005714 1 0.6%
 
-2.961808293 1 0.6%
 
-0.5404467286 1 0.6%
 
-0.9523074429 1 0.6%
 
Other values (82) 82 50.0%
 
(Missing) 72 43.9%
 
ValueCountFrequency (%) 
-5.174582579 1 0.6%
 
-4.01139875 1 0.6%
 
-3.038725514 1 0.6%
 
-2.961808293 1 0.6%
 
-2.738863514 1 0.6%
 
ValueCountFrequency (%) 
3.820917429 1 0.6%
 
2.880857365 1 0.6%
 
2.780642364 1 0.6%
 
2.522436 1 0.6%
 
2.496651971 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count82
Unique (%)100.0%
Missing82
Missing (%)50.0%
Infinite0
Infinite (%)0.0%
Mean-0.26553664841959934
Minimum-4.773564321428572
Maximum3.403010728571428
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.773564321
5-th percentile-3.102184207
Q1-1.090300316
median-0.2179989857
Q30.5945222089
95-th percentile2.109633307
Maximum3.403010729
Range8.17657505
Interquartile range (IQR)1.684822525

Descriptive statistics

Standard deviation1.469241198
Coefficient of variation (CV)-5.533101389
Kurtosis0.8820646308
Mean-0.2655366484
Median Absolute Deviation (MAD)1.080051596
Skewness-0.2003339438
Sum-21.77400517
Variance2.158669698
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6202487643 1 0.6%
 
-0.3488632929 1 0.6%
 
-0.5813022 1 0.6%
 
0.7137666929 1 0.6%
 
1.090045736 1 0.6%
 
-1.837439057 1 0.6%
 
-4.773564321 1 0.6%
 
0.1239961429 1 0.6%
 
2.973736329 1 0.6%
 
-1.399697771 1 0.6%
 
Other values (72) 72 43.9%
 
(Missing) 82 50.0%
 
ValueCountFrequency (%) 
-4.773564321 1 0.6%
 
-3.484166293 1 0.6%
 
-3.414189935 1 0.6%
 
-3.187129236 1 0.6%
 
-3.124546421 1 0.6%
 
ValueCountFrequency (%) 
3.403010729 1 0.6%
 
2.973736329 1 0.6%
 
2.777475636 1 0.6%
 
2.144952014 1 0.6%
 
2.118617499 1 0.6%
 

18
Real number (ℝ)

MISSING
Distinct count75
Unique (%)100.0%
Missing89
Missing (%)54.3%
Infinite0
Infinite (%)0.0%
Mean-0.383073301232381
Minimum-3.8002777428571433
Maximum3.540584364285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.800277743
5-th percentile-2.880909576
Q1-1.341787196
median-0.1210597
Q30.505681325
95-th percentile2.209878661
Maximum3.540584364
Range7.340862107
Interquartile range (IQR)1.847468521

Descriptive statistics

Standard deviation1.507933966
Coefficient of variation (CV)-3.936411024
Kurtosis-0.01432813048
Mean-0.3830733012
Median Absolute Deviation (MAD)1.180121337
Skewness-0.136143796
Sum-28.73049759
Variance2.273864845
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6322829286 1 0.6%
 
2.246390321 1 0.6%
 
0.2682371714 1 0.6%
 
0.3704692143 1 0.6%
 
0.6501480857 1 0.6%
 
0.5295253929 1 0.6%
 
-3.627968586 1 0.6%
 
-0.02366659286 1 0.6%
 
0.07428357143 1 0.6%
 
2.194230807 1 0.6%
 
Other values (65) 65 39.6%
 
(Missing) 89 54.3%
 
ValueCountFrequency (%) 
-3.800277743 1 0.6%
 
-3.627968586 1 0.6%
 
-3.276289543 1 0.6%
 
-2.894784421 1 0.6%
 
-2.874963214 1 0.6%
 
ValueCountFrequency (%) 
3.540584364 1 0.6%
 
2.335486615 1 0.6%
 
2.313128864 1 0.6%
 
2.246390321 1 0.6%
 
2.194230807 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count67
Unique (%)100.0%
Missing97
Missing (%)59.1%
Infinite0
Infinite (%)0.0%
Mean-0.31920238837953085
Minimum-4.108585542857144
Maximum3.526695114285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.108585543
5-th percentile-2.582930528
Q1-0.9738760214
median-0.3703029214
Q30.2850225821
95-th percentile2.269139149
Maximum3.526695114
Range7.635280657
Interquartile range (IQR)1.258898604

Descriptive statistics

Standard deviation1.420609441
Coefficient of variation (CV)-4.45049753
Kurtosis0.8062458982
Mean-0.3192023884
Median Absolute Deviation (MAD)1.02604478
Skewness0.2141745884
Sum-21.38656002
Variance2.018131184
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4950666714 1 0.6%
 
-1.709472774 1 0.6%
 
-0.3703029214 1 0.6%
 
-0.2424523879 1 0.6%
 
-1.955252357 1 0.6%
 
-1.067733493 1 0.6%
 
-2.1769873 1 0.6%
 
1.823727771 1 0.6%
 
-0.01690514286 1 0.6%
 
-0.5634507357 1 0.6%
 
Other values (57) 57 34.8%
 
(Missing) 97 59.1%
 
ValueCountFrequency (%) 
-4.108585543 1 0.6%
 
-2.911466621 1 0.6%
 
-2.904818043 1 0.6%
 
-2.596627921 1 0.6%
 
-2.550969943 1 0.6%
 
ValueCountFrequency (%) 
3.526695114 1 0.6%
 
2.938440938 1 0.6%
 
2.694236571 1 0.6%
 
2.29744285 1 0.6%
 
2.203097179 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count62
Unique (%)100.0%
Missing102
Missing (%)62.2%
Infinite0
Infinite (%)0.0%
Mean-0.16429931784101376
Minimum-3.6277247142857147
Maximum3.9003191428571435
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.627724714
5-th percentile-2.550858024
Q1-1.052766202
median-0.1701531357
Q30.5935238018
95-th percentile2.404509144
Maximum3.900319143
Range7.528043857
Interquartile range (IQR)1.646290004

Descriptive statistics

Standard deviation1.493043489
Coefficient of variation (CV)-9.087338332
Kurtosis0.3654849919
Mean-0.1642993178
Median Absolute Deviation (MAD)1.133098241
Skewness0.2790434544
Sum-10.18655771
Variance2.22917886
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.623831543 1 0.6%
 
-1.76253478 1 0.6%
 
-0.9087294929 1 0.6%
 
0.1351289214 1 0.6%
 
-2.063354714 1 0.6%
 
1.243469286 1 0.6%
 
1.062329279 1 0.6%
 
-0.04195002857 1 0.6%
 
0.6112831 1 0.6%
 
-2.961473164 1 0.6%
 
Other values (52) 52 31.7%
 
(Missing) 102 62.2%
 
ValueCountFrequency (%) 
-3.627724714 1 0.6%
 
-2.961473164 1 0.6%
 
-2.867141714 1 0.6%
 
-2.576516093 1 0.6%
 
-2.063354714 1 0.6%
 
ValueCountFrequency (%) 
3.900319143 1 0.6%
 
3.182278971 1 0.6%
 
2.623831543 1 0.6%
 
2.41459055 1 0.6%
 
2.212962429 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count53
Unique (%)100.0%
Missing111
Missing (%)67.7%
Infinite0
Infinite (%)0.0%
Mean-0.32933927742722374
Minimum-2.7217881357142857
Maximum3.39406145
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.721788136
5-th percentile-2.072901899
Q1-1.200742666
median-0.3712955714
Q30.2689299707
95-th percentile1.725005869
Maximum3.39406145
Range6.115849586
Interquartile range (IQR)1.469672637

Descriptive statistics

Standard deviation1.230366653
Coefficient of variation (CV)-3.735863706
Kurtosis0.5640423408
Mean-0.3293392774
Median Absolute Deviation (MAD)0.9597991236
Skewness0.5573286092
Sum-17.4549817
Variance1.513802102
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.633483301 1 0.6%
 
-0.9819407857 1 0.6%
 
-0.9657197286 1 0.6%
 
0.1043635929 1 0.6%
 
0.8658088143 1 0.6%
 
-0.04366063571 1 0.6%
 
-1.83735118 1 0.6%
 
-1.564946857 1 0.6%
 
0.8274981429 1 0.6%
 
-2.35817405 1 0.6%
 
Other values (43) 43 26.2%
 
(Missing) 111 67.7%
 
ValueCountFrequency (%) 
-2.721788136 1 0.6%
 
-2.35817405 1 0.6%
 
-2.113798679 1 0.6%
 
-2.045637379 1 0.6%
 
-1.988640359 1 0.6%
 
ValueCountFrequency (%) 
3.39406145 1 0.6%
 
2.209611807 1 0.6%
 
1.922014151 1 0.6%
 
1.593667014 1 0.6%
 
1.334715514 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count47
Unique (%)100.0%
Missing117
Missing (%)71.3%
Infinite0
Infinite (%)0.0%
Mean-0.38393145987689964
Minimum-2.7937830285714287
Maximum3.157386428571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.793783029
5-th percentile-1.721464842
Q1-0.9617201215
median-0.4657030214
Q3-0.01329068286
95-th percentile1.474671815
Maximum3.157386429
Range5.951169457
Interquartile range (IQR)0.9484294386

Descriptive statistics

Standard deviation1.13214878
Coefficient of variation (CV)-2.948830452
Kurtosis2.135903516
Mean-0.3839314599
Median Absolute Deviation (MAD)0.8155344503
Skewness0.8541942029
Sum-18.04477861
Variance1.28176086
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4433755 1 0.6%
 
-0.3974929429 1 0.6%
 
-0.9084939929 1 0.6%
 
2.729076164 1 0.6%
 
3.157386429 1 0.6%
 
-0.6193040143 1 0.6%
 
-0.05000683 1 0.6%
 
-0.6818025443 1 0.6%
 
-0.0551204 1 0.6%
 
-0.8392276286 1 0.6%
 
Other values (37) 37 22.6%
 
(Missing) 117 71.3%
 
ValueCountFrequency (%) 
-2.793783029 1 0.6%
 
-2.611828193 1 0.6%
 
-1.735810321 1 0.6%
 
-1.687992057 1 0.6%
 
-1.6191654 1 0.6%
 
ValueCountFrequency (%) 
3.157386429 1 0.6%
 
2.729076164 1 0.6%
 
1.737005683 1 0.6%
 
0.8625594571 1 0.6%
 
0.8591389286 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count42
Unique (%)100.0%
Missing122
Missing (%)74.4%
Infinite0
Infinite (%)0.0%
Mean-0.32097851818537415
Minimum-2.879045285714286
Maximum3.5709094285714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.879045286
5-th percentile-2.215728429
Q1-1.109865021
median-0.2772854443
Q30.2576994857
95-th percentile1.957379863
Maximum3.570909429
Range6.449954714
Interquartile range (IQR)1.367564507

Descriptive statistics

Standard deviation1.340071069
Coefficient of variation (CV)-4.174955623
Kurtosis0.7955500006
Mean-0.3209785182
Median Absolute Deviation (MAD)0.9934122227
Skewness0.5150988729
Sum-13.48109776
Variance1.795790471
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8763837 1 0.6%
 
1.187945286 1 0.6%
 
1.9778821 1 0.6%
 
3.570909429 1 0.6%
 
-0.1172906429 1 0.6%
 
-0.6136595786 1 0.6%
 
-1.490737403 1 0.6%
 
-2.879045286 1 0.6%
 
-1.128972743 1 0.6%
 
1.567837357 1 0.6%
 
Other values (32) 32 19.5%
 
(Missing) 122 74.4%
 
ValueCountFrequency (%) 
-2.879045286 1 0.6%
 
-2.81671998 1 0.6%
 
-2.223758364 1 0.6%
 
-2.06315965 1 0.6%
 
-2.029191121 1 0.6%
 
ValueCountFrequency (%) 
3.570909429 1 0.6%
 
2.257146057 1 0.6%
 
1.9778821 1 0.6%
 
1.567837357 1 0.6%
 
1.339599607 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count38
Unique (%)100.0%
Missing126
Missing (%)76.8%
Infinite0
Infinite (%)0.0%
Mean-0.2175756599116542
Minimum-2.4699051000000005
Maximum4.8768346
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.4699051
5-th percentile-2.281162737
Q1-1.038369068
median-0.4992236893
Q30.2125864036
95-th percentile3.489123095
Maximum4.8768346
Range7.3467397
Interquartile range (IQR)1.250955471

Descriptive statistics

Standard deviation1.666020069
Coefficient of variation (CV)-7.65719874
Kurtosis3.017862466
Mean-0.2175756599
Median Absolute Deviation (MAD)1.118391369
Skewness1.585775544
Sum-8.267875077
Variance2.77562287
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.251312829 1 0.6%
 
0.2706654 1 0.6%
 
-0.1261676071 1 0.6%
 
-1.432104279 1 0.6%
 
-0.04916920571 1 0.6%
 
3.288666429 1 0.6%
 
-0.172978715 1 0.6%
 
-2.219098171 1 0.6%
 
0.03834941429 1 0.6%
 
-1.436953379 1 0.6%
 
Other values (28) 28 17.1%
 
(Missing) 126 76.8%
 
ValueCountFrequency (%) 
-2.4699051 1 0.6%
 
-2.450312221 1 0.6%
 
-2.251312829 1 0.6%
 
-2.219098171 1 0.6%
 
-1.918153571 1 0.6%
 
ValueCountFrequency (%) 
4.8768346 1 0.6%
 
4.625044207 1 0.6%
 
3.288666429 1 0.6%
 
2.293211857 1 0.6%
 
1.172309857 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count35
Unique (%)100.0%
Missing129
Missing (%)78.7%
Infinite0
Infinite (%)0.0%
Mean-0.16925461631020408
Minimum-2.8564261928571426
Maximum5.0636392
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.856426193
5-th percentile-2.475463376
Q1-1.287674161
median-0.3898218786
Q30.4317131571
95-th percentile3.837017572
Maximum5.0636392
Range7.920065393
Interquartile range (IQR)1.719387318

Descriptive statistics

Standard deviation1.76290944
Coefficient of variation (CV)-10.41572442
Kurtosis2.101075921
Mean-0.1692546163
Median Absolute Deviation (MAD)1.221862353
Skewness1.19093371
Sum-5.923911571
Variance3.107849695
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4062582214 1 0.6%
 
-0.03196131429 1 0.6%
 
0.1186644143 1 0.6%
 
-1.378727743 1 0.6%
 
-0.06508396429 1 0.6%
 
0.8829895214 1 0.6%
 
0.5797495929 1 0.6%
 
0.3828757857 1 0.6%
 
-0.3898218786 1 0.6%
 
-0.4029728 1 0.6%
 
Other values (25) 25 15.2%
 
(Missing) 129 78.7%
 
ValueCountFrequency (%) 
-2.856426193 1 0.6%
 
-2.478100821 1 0.6%
 
-2.474333043 1 0.6%
 
-2.198900379 1 0.6%
 
-2.094072491 1 0.6%
 
ValueCountFrequency (%) 
5.0636392 1 0.6%
 
4.051006407 1 0.6%
 
3.745308071 1 0.6%
 
1.560206886 1 0.6%
 
0.8829895214 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count30
Unique (%)100.0%
Missing134
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean0.2274249287547619
Minimum-3.441553930214286
Maximum4.147570664285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.44155393
5-th percentile-2.186069432
Q1-1.06017822
median0.01404735
Q31.383369341
95-th percentile3.603733317
Maximum4.147570664
Range7.589124595
Interquartile range (IQR)2.443547561

Descriptive statistics

Standard deviation1.813002586
Coefficient of variation (CV)7.971872721
Kurtosis-0.06353267248
Mean0.2274249288
Median Absolute Deviation (MAD)1.393324315
Skewness0.3699471381
Sum6.822747863
Variance3.286978375
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1310630714 1 0.6%
 
1.641025864 1 0.6%
 
0.1715600071 1 0.6%
 
-1.144248699 1 0.6%
 
-0.30476715 1 0.6%
 
1.235485364 1 0.6%
 
-0.2960996571 1 0.6%
 
1.432664 1 0.6%
 
-0.1099811857 1 0.6%
 
-2.163293153 1 0.6%
 
Other values (20) 20 12.2%
 
(Missing) 134 81.7%
 
ValueCountFrequency (%) 
-3.44155393 1 0.6%
 
-2.20470457 1 0.6%
 
-2.163293153 1 0.6%
 
-1.763201564 1 0.6%
 
-1.641868557 1 0.6%
 
ValueCountFrequency (%) 
4.147570664 1 0.6%
 
3.670624714 1 0.6%
 
3.521977164 1 0.6%
 
2.419214486 1 0.6%
 
2.019346357 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count24
Unique (%)100.0%
Missing140
Missing (%)85.4%
Infinite0
Infinite (%)0.0%
Mean0.04266859201190476
Minimum-4.156506164285714
Maximum2.7860743500000003
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.156506164
5-th percentile-1.756924704
Q1-1.048046927
median0.3355815214
Q31.019825925
95-th percentile2.43537553
Maximum2.78607435
Range6.942580514
Interquartile range (IQR)2.067872852

Descriptive statistics

Standard deviation1.563872289
Coefficient of variation (CV)36.65160285
Kurtosis0.8942618964
Mean0.04266859201
Median Absolute Deviation (MAD)1.236686807
Skewness-0.5222643632
Sum1.024046208
Variance2.445696536
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.58290885 1 0.6%
 
-1.463388564 1 0.6%
 
-1.799947664 1 0.6%
 
0.9832930429 1 0.6%
 
0.3571647714 1 0.6%
 
-4.156506164 1 0.6%
 
1.129424571 1 0.6%
 
2.78607435 1 0.6%
 
2.528654386 1 0.6%
 
0.5358524071 1 0.6%
 
Other values (14) 14 8.5%
 
(Missing) 140 85.4%
 
ValueCountFrequency (%) 
-4.156506164 1 0.6%
 
-1.799947664 1 0.6%
 
-1.513127929 1 0.6%
 
-1.463388564 1 0.6%
 
-1.182335279 1 0.6%
 
ValueCountFrequency (%) 
2.78607435 1 0.6%
 
2.528654386 1 0.6%
 
1.90679535 1 0.6%
 
1.58290885 1 0.6%
 
1.409321186 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count23
Unique (%)100.0%
Missing141
Missing (%)86.0%
Infinite0
Infinite (%)0.0%
Mean0.32515533273291924
Minimum-1.7591931071428573
Maximum3.099671292857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.759193107
5-th percentile-1.399430927
Q1-0.6137447893
median0.4172449071
Q30.986903625
95-th percentile2.674135624
Maximum3.099671293
Range4.8588644
Interquartile range (IQR)1.600648414

Descriptive statistics

Standard deviation1.278611403
Coefficient of variation (CV)3.932309497
Kurtosis-0.1497685985
Mean0.3251553327
Median Absolute Deviation (MAD)0.9960190019
Skewness0.4266037404
Sum7.478572653
Variance1.63484712
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4172449071 1 0.6%
 
1.81738135 1 0.6%
 
1.083114007 1 0.6%
 
-0.3968257929 1 0.6%
 
3.099671293 1 0.6%
 
-0.5134088071 1 0.6%
 
0.5160429864 1 0.6%
 
-0.7879258643 1 0.6%
 
0.7584239429 1 0.6%
 
0.4887010857 1 0.6%
 
Other values (13) 13 7.9%
 
(Missing) 141 86.0%
 
ValueCountFrequency (%) 
-1.759193107 1 0.6%
 
-1.400214371 1 0.6%
 
-1.392379929 1 0.6%
 
-1.047462943 1 0.6%
 
-0.7879258643 1 0.6%
 
ValueCountFrequency (%) 
3.099671293 1 0.6%
 
2.769330543 1 0.6%
 
1.81738135 1 0.6%
 
1.588424943 1 0.6%
 
1.435516357 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count18
Unique (%)100.0%
Missing146
Missing (%)89.0%
Infinite0
Infinite (%)0.0%
Mean0.042123695634920716
Minimum-2.3463995714285715
Maximum2.3536167071428573
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.346399571
5-th percentile-1.9537547
Q1-0.8014408107
median-0.1852147
Q30.9345242843
95-th percentile2.316549115
Maximum2.353616707
Range4.700016279
Interquartile range (IQR)1.735965095

Descriptive statistics

Standard deviation1.350293185
Coefficient of variation (CV)32.0554302
Kurtosis-0.5914838518
Mean0.04212369563
Median Absolute Deviation (MAD)1.082302732
Skewness0.1400850037
Sum0.7582265214
Variance1.823291686
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.46104775 1 0.6%
 
1.637303571 1 0.6%
 
-2.346399571 1 0.6%
 
-1.107692793 1 0.6%
 
0.4424852571 1 0.6%
 
-0.1844370786 1 0.6%
 
-1.427755186 1 0.6%
 
2.353616707 1 0.6%
 
0.3121704214 1 0.6%
 
-0.1859923214 1 0.6%
 
Other values (8) 8 4.9%
 
(Missing) 146 89.0%
 
ValueCountFrequency (%) 
-2.346399571 1 0.6%
 
-1.884464429 1 0.6%
 
-1.427755186 1 0.6%
 
-1.107692793 1 0.6%
 
-0.9007759786 1 0.6%
 
ValueCountFrequency (%) 
2.353616707 1 0.6%
 
2.310007776 1 0.6%
 
1.637303571 1 0.6%
 
1.405297443 1 0.6%
 
1.060632081 1 0.6%
 

30
Real number (ℝ)

MISSING
Distinct count17
Unique (%)100.0%
Missing147
Missing (%)89.6%
Infinite0
Infinite (%)0.0%
Mean0.01527377411764707
Minimum-1.6082636021428574
Maximum3.3908396278571433
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.608263602
5-th percentile-1.351581938
Q1-1.015891876
median-0.2837848971
Q30.3563775786
95-th percentile2.52728204
Maximum3.390839628
Range4.99910323
Interquartile range (IQR)1.372269454

Descriptive statistics

Standard deviation1.380900034
Coefficient of variation (CV)90.40987664
Kurtosis0.9094214637
Mean0.01527377412
Median Absolute Deviation (MAD)1.044374604
Skewness1.18995533
Sum0.25965416
Variance1.906884903
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04120089143 1 0.6%
 
-1.068605036 1 0.6%
 
-0.80458325 1 0.6%
 
1.707212921 1 0.6%
 
2.311392643 1 0.6%
 
0.3563775786 1 0.6%
 
0.9678354643 1 0.6%
 
-0.6863013557 1 0.6%
 
-1.015891876 1 0.6%
 
-0.008235978571 1 0.6%
 
Other values (7) 7 4.3%
 
(Missing) 147 89.6%
 
ValueCountFrequency (%) 
-1.608263602 1 0.6%
 
-1.287411521 1 0.6%
 
-1.214870743 1 0.6%
 
-1.068605036 1 0.6%
 
-1.015891876 1 0.6%
 
ValueCountFrequency (%) 
3.390839628 1 0.6%
 
2.311392643 1 0.6%
 
1.707212921 1 0.6%
 
0.9678354643 1 0.6%
 
0.3563775786 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count17
Unique (%)100.0%
Missing147
Missing (%)89.6%
Infinite0
Infinite (%)0.0%
Mean0.34653776768067224
Minimum-1.5479423214285712
Maximum3.448716462142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.547942321
5-th percentile-1.427227207
Q1-1.250386907
median-0.004525335714
Q31.358969329
95-th percentile2.92000362
Maximum3.448716462
Range4.996658784
Interquartile range (IQR)2.609356236

Descriptive statistics

Standard deviation1.559875132
Coefficient of variation (CV)4.501313502
Kurtosis-0.7342506152
Mean0.3465377677
Median Absolute Deviation (MAD)1.296368508
Skewness0.5673841494
Sum5.891142051
Variance2.433210429
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.167823867 1 0.6%
 
-0.004525335714 1 0.6%
 
-1.547942321 1 0.6%
 
2.78782541 1 0.6%
 
1.048168214 1 0.6%
 
-1.270794064 1 0.6%
 
-0.3193487214 1 0.6%
 
-1.285836881 1 0.6%
 
0.6884580929 1 0.6%
 
-1.397048429 1 0.6%
 
Other values (7) 7 4.3%
 
(Missing) 147 89.6%
 
ValueCountFrequency (%) 
-1.547942321 1 0.6%
 
-1.397048429 1 0.6%
 
-1.285836881 1 0.6%
 
-1.270794064 1 0.6%
 
-1.250386907 1 0.6%
 
ValueCountFrequency (%) 
3.448716462 1 0.6%
 
2.78782541 1 0.6%
 
2.167823867 1 0.6%
 
1.944935314 1 0.6%
 
1.358969329 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count15
Unique (%)100.0%
Missing149
Missing (%)90.9%
Infinite0
Infinite (%)0.0%
Mean0.2970282004761905
Minimum-1.8006282142857144
Maximum2.927381678571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.800628214
5-th percentile-1.210975143
Q1-0.8002518339
median-0.09611235714
Q31.250927682
95-th percentile2.769673789
Maximum2.927381679
Range4.728009893
Interquartile range (IQR)2.051179516

Descriptive statistics

Standard deviation1.416228565
Coefficient of variation (CV)4.76799362
Kurtosis-0.5830919714
Mean0.2970282005
Median Absolute Deviation (MAD)1.155630712
Skewness0.6088546812
Sum4.455423007
Variance2.005703348
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.88772405 1 0.6%
 
-0.7127796179 1 0.6%
 
1.546030643 1 0.6%
 
-0.09611235714 1 0.6%
 
-1.800628214 1 0.6%
 
0.1712020714 1 0.6%
 
-0.1485265429 1 0.6%
 
1.782169482 1 0.6%
 
-0.6592527143 1 0.6%
 
2.702084693 1 0.6%
 
Other values (5) 5 3.0%
 
(Missing) 149 90.9%
 
ValueCountFrequency (%) 
-1.800628214 1 0.6%
 
-0.9582666836 1 0.6%
 
-0.9018884286 1 0.6%
 
-0.88772405 1 0.6%
 
-0.7127796179 1 0.6%
 
ValueCountFrequency (%) 
2.927381679 1 0.6%
 
2.702084693 1 0.6%
 
1.782169482 1 0.6%
 
1.546030643 1 0.6%
 
0.9558247214 1 0.6%
 

33
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count13
Unique (%)100.0%
Missing151
Missing (%)92.1%
Infinite0
Infinite (%)0.0%
Mean0.06757536821428559
Minimum-2.88712635
Maximum1.8258378614285715
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.88712635
5-th percentile-2.092655036
Q1-0.32982275
median0.4115997968
Q30.5943872286
95-th percentile1.572066427
Maximum1.825837861
Range4.712964211
Interquartile range (IQR)0.9242099786

Descriptive statistics

Standard deviation1.325371521
Coefficient of variation (CV)19.61323417
Kurtosis0.7062704076
Mean0.06757536821
Median Absolute Deviation (MAD)0.9894868134
Skewness-0.9621611602
Sum0.8784797868
Variance1.756609669
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2696066214 1 0.6%
 
0.4115997968 1 0.6%
 
1.402885471 1 0.6%
 
-2.88712635 1 0.6%
 
0.4985991286 1 0.6%
 
0.1639754429 1 0.6%
 
0.4801364286 1 0.6%
 
0.5943872286 1 0.6%
 
-0.32982275 1 0.6%
 
1.825837861 1 0.6%
 
Other values (3) 3 1.8%
 
(Missing) 151 92.1%
 
ValueCountFrequency (%) 
-2.88712635 1 0.6%
 
-1.563007493 1 0.6%
 
-1.381406221 1 0.6%
 
-0.32982275 1 0.6%
 
0.1639754429 1 0.6%
 
ValueCountFrequency (%) 
1.825837861 1 0.6%
 
1.402885471 1 0.6%
 
1.392814621 1 0.6%
 
0.5943872286 1 0.6%
 
0.4985991286 1 0.6%
 

34
Real number (ℝ)

MISSING
Distinct count12
Unique (%)100.0%
Missing152
Missing (%)92.7%
Infinite0
Infinite (%)0.0%
Mean0.024081946547619193
Minimum-2.0540444399999997
Maximum1.408292047857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.05404444
5-th percentile-2.031946298
Q1-0.7431244321
median0.2929793571
Q31.084674399
95-th percentile1.375329421
Maximum1.408292048
Range3.462336488
Interquartile range (IQR)1.827798831

Descriptive statistics

Standard deviation1.305406043
Coefficient of variation (CV)54.2068325
Kurtosis-1.233519091
Mean0.02408194655
Median Absolute Deviation (MAD)1.113682029
Skewness-0.5763371074
Sum0.2889833586
Variance1.704084936
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.013866 1 0.6%
 
-0.2423876429 1 0.6%
 
1.064853236 1 0.6%
 
1.032594329 1 0.6%
 
1.348359999 1 0.6%
 
-0.5092002643 1 0.6%
 
-2.05404444 1 0.6%
 
-1.444896936 1 0.6%
 
1.408292048 1 0.6%
 
-0.2732052143 1 0.6%
 
Other values (2) 2 1.2%
 
(Missing) 152 92.7%
 
ValueCountFrequency (%) 
-2.05404444 1 0.6%
 
-2.013866 1 0.6%
 
-1.444896936 1 0.6%
 
-0.5092002643 1 0.6%
 
-0.2732052143 1 0.6%
 
ValueCountFrequency (%) 
1.408292048 1 0.6%
 
1.348359999 1 0.6%
 
1.144137887 1 0.6%
 
1.064853236 1 0.6%
 
1.032594329 1 0.6%
 

35
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count8
Unique (%)100.0%
Missing156
Missing (%)95.1%
Infinite0
Infinite (%)0.0%
Mean0.5533792892857143
Minimum-0.6634646785714284
Maximum2.266028357142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.6634646786
5-th percentile-0.6344709311
Q1-0.2414725661
median0.55086925
Q31.058624454
95-th percentile2.008565372
Maximum2.266028357
Range2.929493036
Interquartile range (IQR)1.30009702

Descriptive statistics

Standard deviation1.017399308
Coefficient of variation (CV)1.838520754
Kurtosis-0.5506750976
Mean0.5533792893
Median Absolute Deviation (MAD)0.7716635089
Skewness0.4379317258
Sum4.427034314
Variance1.035101352
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6634646786 1 0.6%
 
0.6023636786 1 0.6%
 
-0.1284216214 1 0.6%
 
2.266028357 1 0.6%
 
-0.5806254 1 0.6%
 
1.530419829 1 0.6%
 
0.4993748214 1 0.6%
 
0.9013593286 1 0.6%
 
(Missing) 156 95.1%
 
ValueCountFrequency (%) 
-0.6634646786 1 0.6%
 
-0.5806254 1 0.6%
 
-0.1284216214 1 0.6%
 
0.4993748214 1 0.6%
 
0.6023636786 1 0.6%
 
ValueCountFrequency (%) 
2.266028357 1 0.6%
 
1.530419829 1 0.6%
 
0.9013593286 1 0.6%
 
0.6023636786 1 0.6%
 
0.4993748214 1 0.6%
 

36
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count6
Unique (%)100.0%
Missing158
Missing (%)96.3%
Infinite0
Infinite (%)0.0%
Mean-0.1829451967857143
Minimum-1.9154085214285712
Maximum0.9719330428571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.915408521
5-th percentile-1.753496177
Q1-0.9815801102
median0.09907465964
Q30.7668586739
95-th percentile0.9578033125
Maximum0.9719330429
Range2.887341564
Interquartile range (IQR)1.748438784

Descriptive statistics

Standard deviation1.181196878
Coefficient of variation (CV)-6.456561305
Kurtosis-1.326353509
Mean-0.1829451968
Median Absolute Deviation (MAD)0.9390924236
Skewness-0.6339888236
Sum-1.097671181
Variance1.395226066
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.915408521 1 0.6%
 
0.3211923314 1 0.6%
 
0.9154141214 1 0.6%
 
-0.1230430121 1 0.6%
 
-1.267759143 1 0.6%
 
0.9719330429 1 0.6%
 
(Missing) 158 96.3%
 
ValueCountFrequency (%) 
-1.915408521 1 0.6%
 
-1.267759143 1 0.6%
 
-0.1230430121 1 0.6%
 
0.3211923314 1 0.6%
 
0.9154141214 1 0.6%
 
ValueCountFrequency (%) 
0.9719330429 1 0.6%
 
0.9154141214 1 0.6%
 
0.3211923314 1 0.6%
 
-0.1230430121 1 0.6%
 
-1.267759143 1 0.6%
 

37
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing159
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean-0.8493785722857143
Minimum-2.3640385642857145
Maximum0.004232285714285451
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.364038564
5-th percentile-2.068966223
Q1-0.8886768571
median-0.7354687257
Q3-0.262941
95-th percentile-0.04920237143
Maximum0.004232285714
Range2.36827085
Interquartile range (IQR)0.6257358571

Descriptive statistics

Standard deviation0.9194122066
Coefficient of variation (CV)-1.082452792
Kurtosis2.343209872
Mean-0.8493785723
Median Absolute Deviation (MAD)0.6215833107
Skewness-1.420619986
Sum-4.246892861
Variance0.8453188057
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7354687257 1 0.6%
 
0.004232285714 1 0.6%
 
-0.262941 1 0.6%
 
-2.364038564 1 0.6%
 
-0.8886768571 1 0.6%
 
(Missing) 159 97.0%
 
ValueCountFrequency (%) 
-2.364038564 1 0.6%
 
-0.8886768571 1 0.6%
 
-0.7354687257 1 0.6%
 
-0.262941 1 0.6%
 
0.004232285714 1 0.6%
 
ValueCountFrequency (%) 
0.004232285714 1 0.6%
 
-0.262941 1 0.6%
 
-0.7354687257 1 0.6%
 
-0.8886768571 1 0.6%
 
-2.364038564 1 0.6%
 

38
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing159
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean-1.284852972857143
Minimum-2.095165178571429
Maximum-0.46317204999999995
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.095165179
5-th percentile-2.066517079
Q1-1.951924679
median-1.000145043
Q3-0.9138579143
95-th percentile-0.5533092229
Maximum-0.46317205
Range1.631993129
Interquartile range (IQR)1.038066764

Descriptive statistics

Standard deviation0.7063012829
Coefficient of variation (CV)-0.549713701
Kurtosis-2.422139626
Mean-1.284852973
Median Absolute Deviation (MAD)0.5909535646
Skewness-0.2364929429
Sum-6.424264864
Variance0.4988615023
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.951924679 1 0.6%
 
-0.9138579143 1 0.6%
 
-0.46317205 1 0.6%
 
-2.095165179 1 0.6%
 
-1.000145043 1 0.6%
 
(Missing) 159 97.0%
 
ValueCountFrequency (%) 
-2.095165179 1 0.6%
 
-1.951924679 1 0.6%
 
-1.000145043 1 0.6%
 
-0.9138579143 1 0.6%
 
-0.46317205 1 0.6%
 
ValueCountFrequency (%) 
-0.46317205 1 0.6%
 
-0.9138579143 1 0.6%
 
-1.000145043 1 0.6%
 
-1.951924679 1 0.6%
 
-2.095165179 1 0.6%
 

39
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing159
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean-0.977014432857143
Minimum-2.055128992857143
Maximum0.2576905214285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.055128993
5-th percentile-2.054545173
Q1-2.052209893
median-1.159327743
Q30.1239039429
95-th percentile0.2309332057
Maximum0.2576905214
Range2.312819514
Interquartile range (IQR)2.176113836

Descriptive statistics

Standard deviation1.127844406
Coefficient of variation (CV)-1.15437845
Kurtosis-2.992760222
Mean-0.9770144329
Median Absolute Deviation (MAD)0.934249332
Skewness0.2075060814
Sum-4.885072164
Variance1.272033005
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2576905214 1 0.6%
 
-1.159327743 1 0.6%
 
0.1239039429 1 0.6%
 
-2.052209893 1 0.6%
 
-2.055128993 1 0.6%
 
(Missing) 159 97.0%
 
ValueCountFrequency (%) 
-2.055128993 1 0.6%
 
-2.052209893 1 0.6%
 
-1.159327743 1 0.6%
 
0.1239039429 1 0.6%
 
0.2576905214 1 0.6%
 
ValueCountFrequency (%) 
0.2576905214 1 0.6%
 
0.1239039429 1 0.6%
 
-1.159327743 1 0.6%
 
-2.052209893 1 0.6%
 
-2.055128993 1 0.6%
 

40
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing161
Missing (%)98.2%
Memory size1.4 KiB
1.342045534
1
-1.503623671
1
0.3148718714
1
ValueCountFrequency (%) 
1.342045534 1 0.6%
 
-1.503623671 1 0.6%
 
0.3148718714 1 0.6%
 
(Missing) 161 98.2%
 

Length

Max length19
Mean length3.280487805
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

41
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing161
Missing (%)98.2%
Memory size1.4 KiB
-0.5251887214
1
0.8833184143
1
-1.189002114
1
ValueCountFrequency (%) 
-0.5251887214 1 0.6%
 
0.8833184143 1 0.6%
 
-1.189002114 1 0.6%
 
(Missing) 161 98.2%
 

Length

Max length19
Mean length3.286585366
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

42
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing161
Missing (%)98.2%
Memory size1.4 KiB
-4.4202235
1
-0.2881750714
1
0.1057440714
1
ValueCountFrequency (%) 
-4.4202235 1 0.6%
 
-0.2881750714 1 0.6%
 
0.1057440714 1 0.6%
 
(Missing) 161 98.2%
 

Length

Max length20
Mean length3.298780488
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

43
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing161
Missing (%)98.2%
Memory size1.4 KiB
0.8201806929
1
-3.289029957
1
-2.04133425
1
ValueCountFrequency (%) 
0.8201806929 1 0.6%
 
-3.289029957 1 0.6%
 
-2.04133425 1 0.6%
 
(Missing) 161 98.2%
 

Length

Max length19
Mean length3.231707317
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

44
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing161
Missing (%)98.2%
Memory size1.4 KiB
-2.7451779
1
-3.206502643
1
-0.6292588571
1
ValueCountFrequency (%) 
-2.7451779 1 0.6%
 
-3.206502643 1 0.6%
 
-0.6292588571 1 0.6%
 
(Missing) 161 98.2%
 

Length

Max length19
Mean length3.286585366
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

45
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing163
Missing (%)99.4%
Memory size1.4 KiB
-0.8736886429
1
ValueCountFrequency (%) 
-0.8736886429 1 0.6%
 
(Missing) 163 99.4%
 

Length

Max length19
Mean length3.097560976
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

46
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing163
Missing (%)99.4%
Memory size1.4 KiB
4.192354571
1
ValueCountFrequency (%) 
4.192354571 1 0.6%
 
(Missing) 163 99.4%
 

Length

Max length17
Mean length3.085365854
Min length3
ValueCountFrequency (%) 
Decimal_Number 8 72.7%
 
Lowercase_Letter 2 18.2%
 
Other_Punctuation 1 9.1%
 
ValueCountFrequency (%) 
Common 9 81.8%
 
Latin 2 18.2%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

012345678910111213141516171819202122232425262728293031323334353637383940414243444546
0-1.099387-0.399771-0.241976-1.242231-1.320530-1.401593-0.577799-1.260882-0.4391540.1056450.9481082.0347150.8730990.1806520.2448440.620864-0.437858-0.974334-0.674837-0.443346-0.041950-0.601401-0.597105-0.6106192.2932125.063639NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
11.1452870.5160670.8300470.8787900.154090-1.045228-0.827859-1.956894-2.297637-2.290605-0.324525-1.633601-2.7220800.8207223.4868473.8565062.186272-0.776194NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21.9748211.5082250.5816950.9450281.4063691.028568-1.302654-2.037005-0.553229-0.090776-0.981339-2.479703NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
30.107776-0.107304-0.3112190.1867870.7404180.9480470.7456270.133063-0.6401490.323191-0.860168-0.775928-1.145632-0.7224700.9219620.896245-0.959656-1.619662-1.804648-0.0892320.8117830.138530-0.1476470.176593-0.307725-0.571579-0.29611.1294253.099671NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
43.5038392.3155810.045628-1.342848-0.626346-0.430733-1.216524-0.7330420.3818900.7604991.1395960.115348-1.543974-1.881661-0.487259NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
50.7849330.350518-0.017524-0.990136-1.766499-0.5640570.6660030.7831290.093628-0.958746-0.725654-1.056248-0.2754510.1415151.1427442.391832NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
62.3379242.1548160.420650-0.913690-0.937031-1.014696-0.444644-0.137667-0.665827-1.1866890.386859NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7-1.000334-0.256370-0.030712-0.350182-0.486533-0.269598-0.231979-0.735335-0.5424130.8265011.0732040.4086850.1510230.6008160.2995130.2010940.262452-0.0396090.119774NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
8-0.434989-0.067507-0.488504-0.486179-0.149231-0.339291-0.2971920.4165000.8680240.978371NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
92.0734241.630856-0.1403660.1719290.3718670.9610480.340836-0.1812910.6530930.2777190.0164870.4147070.726037-0.1536520.040026-0.815685-1.538567-1.662337-1.434439-0.9428410.107828-0.916646NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

012345678910111213141516171819202122232425262728293031323334353637383940414243444546
154-0.3136730.1034211.8875602.1233660.989269-0.258442-0.959489-1.051876-1.295935-1.385091-1.600056-1.2757380.6400411.5914691.4676280.384363-0.571900-0.474905NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1550.2047810.7635310.4362671.3039612.1869331.6098090.8852960.0395880.478297-1.343477-1.026235-0.960641-1.002907-1.504891-2.882251-1.6922641.0968271.4774910.6379170.1089780.135129-0.043661-0.908494NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1562.186891-0.736526-1.8675780.3627982.6893712.8440291.564956-1.263794-1.647428-0.736626-0.501344-0.692224-1.205099-1.006829-0.868018-1.201157-0.847933-0.2402130.2682370.3596630.135899-0.172124-0.465703-0.613660-0.3250161.5602072.419214NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1570.257297-0.179743-0.510416-0.861596-0.3511930.3468011.189479-0.058121-0.260750-0.3179110.746152NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1581.2758581.1905810.503130-0.797326-1.157968-1.251111-0.4855760.1979790.524431NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1590.7539201.4184690.9842510.1132460.117965-0.048800-0.416319-0.119199-0.256288-0.415707-1.215930-0.813623-0.482631-0.088003-0.296012-0.3727210.0452190.045415-0.104227-0.3703030.3638151.157453NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1600.128437-0.418462-1.709494-0.1161471.1160561.3953992.1572052.4009561.519334-1.406746-3.355884-2.568798-1.6512300.6875761.821800NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
161-2.514980-1.983089-0.7619360.0593122.4077972.8893292.0125090.164691-1.814281-1.499706-1.501292-1.843986-1.822298-1.1983840.476719-0.201574-1.392944-2.126157-2.258627-1.821461-0.6369181.1132991.7370062.2571463.2886663.7453083.6706252.5286541.0831140.31217-0.283785-0.319349-0.148527-1.563007-2.054044NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
162-0.378999-0.982701-1.478401-0.0210860.8515960.872834-0.222737-0.547594-0.578942-0.871895-1.179856-1.083471-1.0013230.3787892.6242723.619518NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1633.8011473.2139071.3648540.521042-1.495468-3.302198-3.179577-1.6870620.3220850.441268NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN